Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion
and Segmentation

Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation

25 July 2019

Sébastien Ourselin

Tom Kamiel Magda Vercauteren

Papers citing "Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation"

14 / 14 papers shown

Title
Multimodal Masked Autoencoder Pre-training for 3D MRI-Based Brain Tumor Analysis with Missing Modalities Lucas Robinet Ahmad Berjaoui Elizabeth Cohen-Jonathan Moyal 26 0 0 01 May 2025
Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder Junjie Zhou Jiao Tang Yingli Zuo Peng Wan Daoqiang Zhang Wei Shao 58 0 0 12 Mar 2025
Enhancing Incomplete Multi-modal Brain Tumor Segmentation with Intra-modal Asymmetry and Inter-modal Dependency Weide Liu Jingwen Hou Xiaoyang Zhong Huijing Zhan Jun Cheng Yuming Fang Guanghui Yue 22 0 0 14 Jun 2024
Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality Hu Wang Yuanhong Chen Congbo Ma Yuan Zhang Jodie Avery Gustavo Carneiro Gustavo Carneiro 20 27 0 02 Oct 2023
Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling Hu Wang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro 18 79 0 26 Jul 2023
Medical Image Analysis using Deep Relational Learning Zhi-Hu Liu MedIm 17 0 0 28 Mar 2023
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation Aishik Konwer Xiaoling Hu Joseph Bae Xuanang Xu Chaoyu Chen Prateek Prasanna 24 16 0 08 Feb 2023
DIGEST: Deeply supervIsed knowledGE tranSfer neTwork learning for brain tumor segmentation with incomplete multi-modal MRI scans Haoran Li Cheng Li Weijian Huang Xiawu Zheng Yantao Xi Shanshan Wang MedIm 26 2 0 15 Nov 2022
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration Ziyi He Albert C. S. Chung 16 1 0 10 Nov 2022
Feature-enhanced Generation and Multi-modality Fusion based Deep Neural Network for Brain Tumor Segmentation with Missing MR Modalities Tongxue Zhou S. Canu P. Vera S. Ruan MedIm 35 42 0 08 Nov 2021
Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation Yao Zhang Jiawei Yang Jiang Tian Zhongchao Shi Cheng Zhong Yang Zhang Zhiqiang He 26 90 0 21 Jul 2021
Knowledge distillation from multi-modal to mono-modal segmentation networks Minhao Hu Matthis Maillard Ya-Qin Zhang Tommaso Ciceri Giammarco La Barbera Isabelle Bloch Pietro Gori 17 126 0 17 Jun 2021
Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities Tongxue Zhou S. Canu P. Vera S. Ruan 21 141 0 13 Apr 2021
Brain MRI Tumor Segmentation with Adversarial Networks E. Giacomello Daniele Loiacono L. Mainardi GAN MedIm 16 6 0 07 Oct 2019